Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add spencerpauly/skills-repo --skill review-prgit clone --depth 1 https://github.com/spencerpauly/skills-repoWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/spencerpauly/skills-repo/review-pr)<a href="https://agentmods.dev/skills/spencerpauly/skills-repo/review-pr"><img src="https://agentmods.dev/badge/skills/spencerpauly/skills-repo/review-pr/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/spencerpauly/skills-repo/review-pr"><img src="https://agentmods.dev/badge/skills/spencerpauly/skills-repo/review-pr.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00050 | $0.00478 |
| Opus 5.5 | $0.00020 | $0.00191 |
| Sonnet 5.5 | $0.00010 | $0.00096 |
| Haiku 4.5 | $0.00005 | $0.00048 |
Grade A, and why
review-pr scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Review PR
Read a diff the way a thoughtful senior engineer would. Optimize for catching bugs and missing tests, not for nitpicks.
When to use
- User pastes a GitHub PR URL.
- User says "review this PR", "what do you think of this diff", "ship-check this".
Steps
-
Fetch the diff. If a URL was given, run
gh pr diff <number>(orgh pr view <number> --json files,title,body). If it's a local branch,git diff main...HEAD. -
Read the description first. What is this PR trying to accomplish? Hold that intent in mind for the rest of the review.
-
Walk the diff in this order:
- New files / new entry points (highest risk).
- Modified business logic.
- Tests.
- Configuration, dependencies, infra.
-
For each substantive change, check the checklist in
references/checklist.md. -
Write the review in this shape:
## Summary <one paragraph: what changed, what it's trying to do> ## Must-fix - [ ] <hard bugs, missing error handling, security issues> ## Should-fix - [ ] <missing tests, brittle code, unclear intent> ## Nits - [ ] <style, naming, suggestions — keep these short> ## Questions - <things you genuinely don't understand> -
Default posture: approve unless there's a Must-fix. Senior reviewers unblock; they don't gatekeep.
Don't
- Don't comment on formatting if the repo has a formatter — that's the linter's job.
- Don't suggest renames unless the existing name is genuinely misleading.
- Don't ask the author to "consider" something — either it's a Must-fix, a Should-fix, or it's not in the review.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 56 lines · 50 tokens per session scan A 92620487ff06
review-pr is a skill published in the GitHub repository spencerpauly/skills-repo (27 stars, last pushed 4mo ago), licensed MIT. It adds 50 tokens to every session and 478 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
review-pr compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| review-prspencerpauly/skills-repo | Skill | 27 | 4mo ago | MIT | A | 50 | Claude Code, Codex |
| autoreviewopenclaw/clawhub | Skill | 9.6k | today | MIT | A | 17 | Claude Code, Codex |
| agent-teams-simplify-and-hardenLeoYeAI/openclaw-master-skills | Skill | 2.2k | 7d ago | MIT | A | 115 | Claude Code, Codex |
| revdiff-planumputun/revdiff | Skill | 956 | today | MIT | A | 84 | Claude Code |
| re0-mergeLilMGenius/paperthin | Skill | 1.4k | 2d ago | MIT | A | 51 | Claude Code, Codex |
| explore-unknownsdzhng/skills | Skill | 1.5k | yesterday | MIT | A | 162 | Claude Code, Codex |
| asplos-writing-stylebrycewang-stanford/Awesome-Journal-Skills | Skill | 1.4k | 1mo ago | MIT | A | 65 | Claude Code |